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Streak Recognition for a Three-Dimensional Volumetric Particle Tracking Velocimetry System

机译:三维体积粒子跟踪测速系统的条纹识别

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摘要

A three-dimensional volumetric particle tracking veloci-metry (VPTV) system is introduced for characterizing the full-scale velocity field of a three-dimensional domain. A streak recognition algorithm has been developed for this VPTV system to automatically detect the particle streaks in the image coordinate system with the extraction of their complete parameters, such as length, location, and angle. More than 90% of seeding particle streaks are identified and located with the coordinates of their end points in the image. A powerful pattern recognition technique—Hough transform—is used to develop a unique crossover streak recognition algorithm. This streak recognition algorithm increases the image processing efficiency by avoiding visual inspection of the crossover streaks. It makes characterization of complicated flow fields, involving large amounts of image processing by the VPTV system, feasible. After integrating the streak recognition into the VPTV system, a full-scale, five-row section mockup of a Boeing 767-300 aircraft cabin is measured.
机译:引入了三维体积粒子跟踪测速(VPTV)系统,用于表征三维域的全尺度速度场。已经为该VPTV系统开发了条纹识别算法,以通过提取其完整参数(例如长度,位置和角度)来自动检测图像坐标系中的颗粒条纹。超过90%的播种粒子条纹被识别出来,并以其端点在图像中的坐标进行定位。强大的模式识别技术-霍夫变换-用于开发独特的交叉条纹识别算法。该条纹识别算法通过避免对交叉条纹的目视检查来提高图像处理效率。它使复杂流场的表征成为可能,该过程涉及VPTV系统进行的大量图像处理。将条纹识别功能集成到VPTV系统后,将测量波音767-300飞机机舱的全尺寸,五行截面模型。

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